| Number of Variables | 17 |
|---|---|
| Number of Rows | 466 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 65.5 KB |
| Average Row Size in Memory | 144.0 B |
| Variable Types |
|
| feature0 is skewed | Skewed |
|---|---|
| feature1 is skewed | Skewed |
| feature2 is skewed | Skewed |
| feature3 is skewed | Skewed |
| feature4 is skewed | Skewed |
| feature5 is skewed | Skewed |
| feature6 is skewed | Skewed |
| feature7 is skewed | Skewed |
| feature8 is skewed | Skewed |
| feature9 is skewed | Skewed |
| feature10 is skewed | Skewed |
|---|---|
| feature11 is skewed | Skewed |
| feature12 is skewed | Skewed |
| feature13 is skewed | Skewed |
| feature14 is skewed | Skewed |
| feature15 is skewed | Skewed |
| target has constant length 1 | Constant Length |
| feature3 has 144 (30.9%) negatives | Negatives |
| feature4 has 466 (100.0%) negatives | Negatives |
| feature0 has 66 (14.16%) zeros | Zeros |
| feature1 has 66 (14.16%) zeros | Zeros |
|---|---|
| feature2 has 172 (36.91%) zeros | Zeros |
| feature8 has 172 (36.91%) zeros | Zeros |
| feature11 has 177 (37.98%) zeros | Zeros |
| feature12 has 172 (36.91%) zeros | Zeros |
| feature13 has 172 (36.91%) zeros | Zeros |
| feature14 has 172 (36.91%) zeros | Zeros |
| feature15 has 172 (36.91%) zeros | Zeros |
numerical
| Approximate Distinct Count | 60 |
|---|---|
| Approximate Unique (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 438.7436 |
| Minimum | 0 |
| Maximum | 15400 |
| Zeros | 66 |
| Zeros (%) | 14.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 50 |
| Median | 150 |
| Q3 | 500 |
| 95-th Percentile | 1550 |
| Maximum | 15400 |
| Range | 15400 |
| IQR | 450 |
| Mean | 438.7436 |
|---|---|
| Standard Deviation | 984.5931 |
| Variance | 969423.504 |
| Sum | 204454.5 |
| Skewness | 9.4631 |
| Kurtosis | 124.4518 |
| Coefficient of Variation | 2.2441 |
numerical
| Approximate Distinct Count | 30 |
|---|---|
| Approximate Unique (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 4.8476 |
| Minimum | 0 |
| Maximum | 31 |
| Zeros | 66 |
| Zeros (%) | 14.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 6 |
| 95-th Percentile | 21.75 |
| Maximum | 31 |
| Range | 31 |
| IQR | 5 |
| Mean | 4.8476 |
|---|---|
| Standard Deviation | 6.8367 |
| Variance | 46.7402 |
| Sum | 2259 |
| Skewness | 2.1986 |
| Kurtosis | 4.459 |
| Coefficient of Variation | 1.4103 |
numerical
| Approximate Distinct Count | 291 |
|---|---|
| Approximate Unique (%) | 62.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 1244.3225 |
| Minimum | 0 |
| Maximum | 40291.24 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 169.83 |
| Q3 | 1017.375 |
| 95-th Percentile | 5671.1625 |
| Maximum | 40291.24 |
| Range | 40291.24 |
| IQR | 1017.375 |
| Mean | 1244.3225 |
|---|---|
| Standard Deviation | 3558.699 |
| Variance | 1.2664e+07 |
| Sum | 579854.27 |
| Skewness | 6.9772 |
| Kurtosis | 63.6843 |
| Coefficient of Variation | 2.8599 |
numerical
| Approximate Distinct Count | 458 |
|---|---|
| Approximate Unique (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 44.6009 |
| Minimum | -645.87 |
| Maximum | 1521.9 |
| Zeros | 4 |
| Zeros (%) | 0.9% |
| Negatives | 144 |
| Negatives (%) | 30.9% |
| Minimum | -645.87 |
|---|---|
| 5-th Percentile | -21.55 |
| Q1 | -0.4 |
| Median | 18.36 |
| Q3 | 44.63 |
| 95-th Percentile | 268.1275 |
| Maximum | 1521.9 |
| Range | 2167.77 |
| IQR | 45.03 |
| Mean | 44.6009 |
|---|---|
| Standard Deviation | 122.0935 |
| Variance | 14906.8264 |
| Sum | 20784.01 |
| Skewness | 4.6758 |
| Kurtosis | 50.7718 |
| Coefficient of Variation | 2.7375 |
numerical
| Approximate Distinct Count | 440 |
|---|---|
| Approximate Unique (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | -434.2999 |
| Minimum | -15506.35 |
| Maximum | -0.26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 466 |
| Negatives (%) | 100.0% |
| Minimum | -15506.35 |
|---|---|
| 5-th Percentile | -1561.1625 |
| Q1 | -492.035 |
| Median | -154.525 |
| Q3 | -50.18 |
| 95-th Percentile | -4.0875 |
| Maximum | -0.26 |
| Range | 15506.09 |
| IQR | 441.855 |
| Mean | -434.2999 |
|---|---|
| Standard Deviation | 975.5552 |
| Variance | 951707.9447 |
| Sum | -202383.75 |
| Skewness | -9.7178 |
| Kurtosis | 131.2814 |
| Coefficient of Variation | -2.2463 |
numerical
| Approximate Distinct Count | 343 |
|---|---|
| Approximate Unique (%) | 73.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 0.474 |
| Minimum | 0.15 |
| Maximum | 3.15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.15 |
|---|---|
| 5-th Percentile | 0.15 |
| Q1 | 0.1737 |
| Median | 0.3039 |
| Q3 | 0.5698 |
| 95-th Percentile | 1.417 |
| Maximum | 3.15 |
| Range | 3 |
| IQR | 0.3962 |
| Mean | 0.474 |
|---|---|
| Standard Deviation | 0.4523 |
| Variance | 0.2045 |
| Sum | 220.8799 |
| Skewness | 2.5745 |
| Kurtosis | 7.9339 |
| Coefficient of Variation | 0.9542 |
numerical
| Approximate Distinct Count | 387 |
|---|---|
| Approximate Unique (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 979.0708 |
| Minimum | 1 |
| Maximum | 11731 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 23.25 |
| Q1 | 133.5 |
| Median | 420 |
| Q3 | 1238.75 |
| 95-th Percentile | 3275.5 |
| Maximum | 11731 |
| Range | 11730 |
| IQR | 1105.25 |
| Mean | 979.0708 |
|---|---|
| Standard Deviation | 1460.7384 |
| Variance | 2.1338e+06 |
| Sum | 456247 |
| Skewness | 3.5895 |
| Kurtosis | 18.0076 |
| Coefficient of Variation | 1.492 |
numerical
| Approximate Distinct Count | 466 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 0.1139 |
| Minimum | 0.00066287 |
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.00066287 |
|---|---|
| 5-th Percentile | 0.001927 |
| Q1 | 0.003318 |
| Median | 0.005127 |
| Q3 | 0.009699 |
| 95-th Percentile | 0.04011 |
| Maximum | 40 |
| Range | 39.9993 |
| IQR | 0.006381 |
| Mean | 0.1139 |
|---|---|
| Standard Deviation | 1.8737 |
| Variance | 3.5109 |
| Sum | 53.0702 |
| Skewness | 20.8362 |
| Kurtosis | 439.7368 |
| Coefficient of Variation | 16.453 |
numerical
| Approximate Distinct Count | 295 |
|---|---|
| Approximate Unique (%) | 63.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 3.857 |
| Minimum | 0 |
| Maximum | 281.6667 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0.9371 |
| Q3 | 2.8158 |
| 95-th Percentile | 12.7914 |
| Maximum | 281.6667 |
| Range | 281.6667 |
| IQR | 2.8158 |
| Mean | 3.857 |
|---|---|
| Standard Deviation | 15.6091 |
| Variance | 243.645 |
| Sum | 1797.3667 |
| Skewness | 13.3282 |
| Kurtosis | 219.2474 |
| Coefficient of Variation | 4.047 |
numerical
| Approximate Distinct Count | 465 |
|---|---|
| Approximate Unique (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 216437.824 |
| Minimum | 1 |
| Maximum | 3366472 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1052.5 |
| Q1 | 21131 |
| Median | 85328.5 |
| Q3 | 264503.5 |
| 95-th Percentile | 857257.75 |
| Maximum | 3366472 |
| Range | 3366471 |
| IQR | 243372.5 |
| Mean | 216437.824 |
|---|---|
| Standard Deviation | 350862.169 |
| Variance | 1.231e+11 |
| Sum | 1.0086e+08 |
| Skewness | 3.7457 |
| Kurtosis | 20.5036 |
| Coefficient of Variation | 1.6211 |
numerical
| Approximate Distinct Count | 446 |
|---|---|
| Approximate Unique (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 6930.4564 |
| Minimum | 0 |
| Maximum | 237182.78 |
| Zeros | 20 |
| Zeros (%) | 4.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 51.715 |
| Q1 | 383.6875 |
| Median | 1410.855 |
| Q3 | 5212.9775 |
| 95-th Percentile | 37783.3075 |
| Maximum | 237182.78 |
| Range | 237182.78 |
| IQR | 4829.29 |
| Mean | 6930.4564 |
|---|---|
| Standard Deviation | 17581.8008 |
| Variance | 3.0912e+08 |
| Sum | 3.2296e+06 |
| Skewness | 6.8878 |
| Kurtosis | 70.3254 |
| Coefficient of Variation | 2.5369 |
numerical
| Approximate Distinct Count | 289 |
|---|---|
| Approximate Unique (%) | 62.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 0.4373 |
| Minimum | 0 |
| Maximum | 73.0806 |
| Zeros | 177 |
| Zeros (%) | 38.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0.08251 |
| Q3 | 0.3113 |
| 95-th Percentile | 1.0281 |
| Maximum | 73.0806 |
| Range | 73.0806 |
| IQR | 0.3113 |
| Mean | 0.4373 |
|---|---|
| Standard Deviation | 3.4421 |
| Variance | 11.848 |
| Sum | 203.7974 |
| Skewness | 20.2838 |
| Kurtosis | 424.6204 |
| Coefficient of Variation | 7.8706 |
numerical
| Approximate Distinct Count | 295 |
|---|---|
| Approximate Unique (%) | 63.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 61.8862 |
| Minimum | 0 |
| Maximum | 2232.1 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 19.6926 |
| Q3 | 65.4981 |
| 95-th Percentile | 282.2087 |
| Maximum | 2232.1 |
| Range | 2232.1 |
| IQR | 65.4981 |
| Mean | 61.8862 |
|---|---|
| Standard Deviation | 142.5215 |
| Variance | 20312.3846 |
| Sum | 28838.9646 |
| Skewness | 8.64 |
| Kurtosis | 116.2135 |
| Coefficient of Variation | 2.303 |
numerical
| Approximate Distinct Count | 286 |
|---|---|
| Approximate Unique (%) | 61.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 0.008634 |
| Minimum | 0 |
| Maximum | 0.2046 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0.003207 |
| Q3 | 0.009515 |
| 95-th Percentile | 0.03505 |
| Maximum | 0.2046 |
| Range | 0.2046 |
| IQR | 0.009515 |
| Mean | 0.008634 |
|---|---|
| Standard Deviation | 0.01787 |
| Variance | 0.0003192 |
| Sum | 4.0235 |
| Skewness | 5.3968 |
| Kurtosis | 41.1411 |
| Coefficient of Variation | 2.0692 |
numerical
| Approximate Distinct Count | 290 |
|---|---|
| Approximate Unique (%) | 62.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 87.7134 |
| Minimum | 0 |
| Maximum | 2154 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 72.5243 |
| Q3 | 127.3015 |
| 95-th Percentile | 231.6022 |
| Maximum | 2154 |
| Range | 2154 |
| IQR | 127.3015 |
| Mean | 87.7134 |
|---|---|
| Standard Deviation | 145.4264 |
| Variance | 21148.8486 |
| Sum | 40874.4257 |
| Skewness | 7.923 |
| Kurtosis | 95.5298 |
| Coefficient of Variation | 1.658 |
numerical
| Approximate Distinct Count | 56 |
|---|---|
| Approximate Unique (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 7.3 KB |
| Mean | 10.3133 |
| Minimum | 0 |
| Maximum | 541 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 8 |
| 95-th Percentile | 42.5 |
| Maximum | 541 |
| Range | 541 |
| IQR | 8 |
| Mean | 10.3133 |
|---|---|
| Standard Deviation | 33.6252 |
| Variance | 1130.6543 |
| Sum | 4806 |
| Skewness | 10.2825 |
| Kurtosis | 141.8142 |
| Coefficient of Variation | 3.2604 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 30.0 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 466 |